Volume 19, Number 4, 2021
A federated learning based semi-supervised credit prediction approach enhanced by multi-layer label mean.

Lin Li Sijie Long Jianxiu Bi Guowei Wang Jianwei Zhang Xiaohui Tao

Trust-based federated learning for network anomaly detection.

Naiyue Chen Yi Jin Yinglong Li Luxin Cai

A comprehensive survey on container resource allocation approaches in cloud computing: State-of-the-art and research challenges.

Kapil Netaji Vhatkar Girish P. Bhole

Exponential Ant-Lion Rider Optimization for Privacy Preservation in Cloud Computing.

Pamarthi NagaRaju Nallamothu Nagamalleswara Rao

Research on dynamic and secure storage of financial data based on cloud platform.

Jingyi Li

Advanced ant colony algorithm for high dimensional abnormal data mining in Internet of things.

Huixian Wang Hongjiang Zheng


Volume 19, Number 3, 2021
A secure encryption method of communication channel based on cloud computing technology.

Weiwei Wu

An anti-tampering model of sensitive data in link network based on blockchain technology.

Xianghong Li

Packet loss rate monitoring model of IoT based on differential evolution algorithm.

Yinghua Feng Wei Yang

Integrity protection method for trusted data of IoT nodes based on transfer learning.

Lin Tang

Research on internal network data security monitoring method based on NB-IoT.

Yuanyuan Li Jidong Sha Rongna Geng

Trends in web data extraction using machine learning.

Sudhir Kumar Patnaik C. Narendra Babu


Volume 19, Numbers 1-2, 2021
Research on information classification and storage in cloud computing data center based on group collaboration intelligent clustering.

Linlin Zhang Sujuan Zhang

Research on complex attribute big data classification based on iterative fuzzy clustering algorithm.

Li Qian

Feature mining method of information system operation and maintenance big data based on window function.

Ruohan Sun Meihui Hu Jinping Cao Wanxing Xiao Xinying Guo

A bit-object-based method for mining maximum frequent patterns in intensive cloud computing data.

Chen Chen Li Yang Xunan Jia

Fast mining method of network heterogeneous fault tolerant data based on K-means clustering.

Haiyang Huang Zhanlei Shang

A prison term prediction model based on fact descriptions by capturing long historical information.

Xuetao Mao Wei Duan Lin Li Jianwei Zhang

Graph-based knowledge tracing: Modeling student proficiency using graph neural networks.

Hiromi Nakagawa Yusuke Iwasawa Yutaka Matsuo

Understanding the link between audience engagement metrics and the perceived quality of online news using machine learning.

Catherine Sotirakou Damian Trilling Panagiotis Germanakos Dimitrios Alexandros Sinis Constantinos Mourlas

Rider and Sunflower optimization-driven neural network for image classification.

Hanumantha Rao Nadendla Srikrishna Atluri Gangadhara Rao Kancherla

A novel gateway node reconfiguration method of IOT based on hierarchical coding particle swarm optimization.

Wei Shu Dajiang He Jun Shu

Path coverage enhancement in wireless sensor networks based on CVT model.

Guangxu Yu

A hybrid threat model for system-centric and attack-centric for effective security design in SDLC.

Ganesh Viswanathan Prabhu J